Gretel Synthetics

Build faster with the right data. Private. Safe. Synthetic.

The most advanced privacy API for synthetic data. Apply differentially private learning to create highly accurate, synthetic data with enhanced privacy guarantees.

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Check out our GitHub for research, source code and examples including our core synthetic data generation library.

gretelai / gretel-synthetics

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Why Synthetics?

Create safe datasets with synthetic data – fast.

Generate synthetic datasets that retain the same insights and are statistically equivalent to your original data source.

Differentially Private
Gretel's differential privacy option can guarantee that sensitive or PII data fields remain private.
Safer Data
Create safe, artificial datasets with many of the same insights as the original dataset.
Better Testing
Generate safe data to balance or de-bias datasets for ML/AI model testing.
Prevent Attacks
Gretel Synthetics also helps to defend against re-identification and joinability attacks.

Why Synthetics?

Create safe datasets with synthetic data – fast.

Generate synthetic datasets that retain the same insights and are statistically equivalent to your original data source.

Gretel's differential privacy option can guarantee that sensitive or PII data fields remain private
Create safe, artificial datasets with many of the same insights as the original dataset
Generate safe data to balance or de-bias datasets for ML/AI model testing
Gretel Synthetics also helps to defend against re-identification and joinability attacks

Request a Demo

Build privacy guarantees
into your existing workflows.

Create models with large amounts of artificial data that generalize better than those trained on limited datasets, with the added benefit of protecting your customers’ privacy.

Start for free

Find the balance between data privacy and utility.

Look at how you can use Gretel’s Privacy Filters to make data private and preserve data utility.

Read the blog post

Gretel Synthetics provides advanced privacy guarantees.

Gretel’s synthetic data provides strong privacy guarantees, and can be as accurate, even surpass real-world data used for ML tasks

Read the blog post

Benefits for Developers

Gretel Synthetics combined with Gretel Transform and Classify APIs provides you with the powerhouse of privacy engineering tools you need to keep your data private and safe to share.

Fast and Easy to Use
Create expert results in minutes – safe, accurate, synthetic data to use or share instantly.
Privacy-proven
Generate the highest quality privacy and statistically accurate synthetic data.
Fully Managed
Save time with our Privacy Engineering as a Service platform and tools that integrate into any workflow.
Tunable Data Privacy
Balance data privacy and data utility with Gretel’s Synthetic Quality Score and Privacy Filters.